https://github.com/insightsengineering/teal.transform

Reproducible transform and merge module for teal applications
https://github.com/insightsengineering/teal.transform

merge modules nest r transform

Last synced: 4 days ago
JSON representation

Reproducible transform and merge module for teal applications

• Host: GitHub
• URL: https://github.com/insightsengineering/teal.transform
• Owner: insightsengineering
• License: other
• Created: 2022-03-28T14:16:11.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2025-04-10T15:30:25.000Z (6 days ago)
• Last Synced: 2025-04-10T16:51:57.492Z (6 days ago)
• Topics: merge, modules, nest, r, transform
• Language: R
• Homepage: https://insightsengineering.github.io/teal.transform/
• Size: 27.2 MB
• Stars: 3
• Watchers: 15
• Forks: 3
• Open Issues: 38
• Metadata Files:
  • Readme: README.md
  • Contributing: .github/CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: .github/CODE_OF_CONDUCT.md
  • Security: SECURITY.md

Awesome Lists containing this project

• awesome-shiny-extensions - teal.transform - Functions and Shiny modules for extracting and merging data within the teal framework. (Frameworks / Framework extensions)

README

        
# teal.transform

[![CRAN Version](https://www.r-pkg.org/badges/version/teal.transform?color=green)](https://cran.r-project.org/package=teal.transform)

[![Total Downloads](http://cranlogs.r-pkg.org/badges/grand-total/teal.transform?color=green)](https://cran.r-project.org/package=teal.transform)

[![Last Month Downloads](http://cranlogs.r-pkg.org/badges/last-month/teal.transform?color=green)](https://cran.r-project.org/package=teal.transform)

[![Last Week Downloads](http://cranlogs.r-pkg.org/badges/last-week/teal.transform?color=green)](https://cran.r-project.org/package=teal.transform)

[![Check 🛠](https://github.com/insightsengineering/teal.transform/actions/workflows/check.yaml/badge.svg)](https://insightsengineering.github.io/teal.transform/main/unit-test-report/)

[![Docs 📚](https://github.com/insightsengineering/teal.transform/actions/workflows/docs.yaml/badge.svg)](https://insightsengineering.github.io/teal.transform/latest-tag/)

[![Code Coverage 📔](https://raw.githubusercontent.com/insightsengineering/teal.transform/_xml_coverage_reports/data/main/badge.svg)](https://insightsengineering.github.io/teal.transform/main/coverage-report/)

![GitHub forks](https://img.shields.io/github/forks/insightsengineering/teal.transform?style=social)

![GitHub repo stars](https://img.shields.io/github/stars/insightsengineering/teal.transform?style=social)

![GitHub commit activity](https://img.shields.io/github/commit-activity/m/insightsengineering/teal.transform)

![GitHub contributors](https://img.shields.io/github/contributors/insightsengineering/teal.transform)

![GitHub last commit](https://img.shields.io/github/last-commit/insightsengineering/teal.transform)

![GitHub pull requests](https://img.shields.io/github/issues-pr/insightsengineering/teal.transform)

![GitHub repo size](https://img.shields.io/github/repo-size/insightsengineering/teal.transform)

![GitHub language count](https://img.shields.io/github/languages/count/insightsengineering/teal.transform)

[![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)

[![Current Version](https://img.shields.io/github/r-package/v/insightsengineering/teal.transform/main?color=purple\&label=package%20version)](https://github.com/insightsengineering/teal.transform/tree/main)

[![Open Issues](https://img.shields.io/github/issues-raw/insightsengineering/teal.transform?color=red\&label=open%20issues)](https://github.com/insightsengineering/teal.transform/issues?q=is%3Aissue+is%3Aopen+sort%3Aupdated-desc)

This package contains functions and shiny modules for extracting and merging data within the `teal` framework.

## Installation

```r

install.packages('teal.transform')

```

Alternatively, you might want to use the development version.

```r

# install.packages("pak")

pak::pak("insightsengineering/teal.transform")

```

## Usage

To understand how to use this package, please refer to the [Getting Started](https://insightsengineering.github.io/teal.transform/latest-tag/articles/teal-transform.html) article, which provides multiple examples of code implementation.

Below is a small example usage:

```r

library(teal.transform)

ADSL <- teal.data::rADSL

adsl_extract <- data_extract_spec(

  dataname = "ADSL",

  filter = filter_spec(vars = "SEX", choices = c("F", "M")),

  select = select_spec(choices = c("BMRKR1", "AGE"))

)

ui <- data_extract_ui(

  id = "adsl_ui",

  label = "ADSL UI",

  data_extract_spec = adsl_extract

)

library(shiny)

ui <- fluidPage(ui)

server <- function(input, output, session) {}

shinyApp(ui, server)

```

![Showcase](https://github.com/insightsengineering/teal.transform/blob/main/assets/img/showcase.jpg)

## Getting help

If you encounter a bug or have a feature request, please file an issue. For questions, discussions, and staying up to date, please use the `teal` channel in the [`pharmaverse` slack workspace](https://pharmaverse.slack.com).

## Stargazers and Forkers

### Stargazers over time

[![Stargazers over time](https://starchart.cc/insightsengineering/teal.transform.svg)](https://starchart.cc/insightsengineering/teal.transform)

### Stargazers

[![Stargazers repo roster for @insightsengineering/teal.transform](http://reporoster.com/stars/insightsengineering/teal.transform)](https://github.com/insightsengineering/teal.transform/stargazers)

### Forkers

[![Forkers repo roster for @insightsengineering/teal.transform](http://reporoster.com/forks/insightsengineering/teal.transform)](https://github.com/insightsengineering/teal.transform/network/members)